Why this matters now
AI is among the most-tested S&T themes — the basics, applications, India’s strategy (IndiaAI Mission), and the ethics/regulation and jobs debate appear across prelims, GS-3 and essays.
What is AI?
Artificial Intelligence is the ability of machines to perform tasks that normally require human intelligence — learning, reasoning, perception and language. Machine learning (ML) and deep learning (neural networks) let systems learn from data; generative AI (large language models) can create text, images and code.
India’s AI strategy
NITI Aayog’s “National Strategy for AI” (#AIforAll) targets social sectors — health, agriculture, education, smart mobility and cities. The IndiaAI Mission funds compute (GPUs), datasets, skilling, startups and safe/responsible AI. AI rides on India’s strengths — a huge data pool, digital public infrastructure and a large tech talent base.
Opportunities and risks
Opportunities: productivity, better public services, scientific discovery and inclusive growth. Risks: job displacement, algorithmic bias, privacy and surveillance, deepfakes/misinformation, concentration of power, and safety/alignment concerns — driving the global debate on responsible, ethical AI and regulation.
UPSC angle
Know AI/ML/deep-learning/generative-AI basics, the NITI #AIforAll focus sectors, the IndiaAI Mission (compute/data/skilling), and the risks (bias, jobs, deepfakes) + responsible-AI debate.
Frequently asked questions
What is Artificial Intelligence?
The ability of machines to perform tasks that normally need human intelligence — learning, reasoning, perception and language.
What is India’s AI strategy?
NITI Aayog’s “AI for All” strategy and the IndiaAI Mission, focusing on social sectors and building compute, data, skilling and responsible AI.
What is generative AI?
AI (such as large language models) that can create new content like text, images and code based on patterns learned from data.
What are the main risks of AI?
Job displacement, algorithmic bias, privacy/surveillance, deepfakes and misinformation, and safety and concentration concerns.